• Anglický jazyk

Toward Robots That Reason: Logic, Probability & Causal Laws

Autor: Vaishak Belle

This book discusses the two fundamental elements that underline the science and design of artificial intelligence (AI) systems: the learning and acquisition of knowledge from observational data, and the reasoning of that knowledge together with whatever... Viac o knihe

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O knihe

This book discusses the two fundamental elements that underline the science and design of artificial intelligence (AI) systems: the learning and acquisition of knowledge from observational data, and the reasoning of that knowledge together with whatever information is available about the application at hand. It then presents a mathematical treatment of the core issues that arise when unifying first-order logic and probability, especially in the presence of dynamics, including physical actions, sensing actions and their effects. A model for expressing causal laws describing dynamics is also considered, along with computational ideas for reasoning with such laws over probabilistic logical knowledge.

  • Vydavateľstvo: Springer International Publishing
  • Rok vydania: 2023
  • Formát: Hardback
  • Rozmer: 246 x 173 mm
  • Jazyk: Anglický jazyk
  • ISBN: 9783031210020

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